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Apologies for the confusion. I'll now review the document you provided and include the relevant steps for setting up JupyterLab on a headless server.
Here's a consolidated guide that combines the steps for installing Conda and setting up JupyterLab on a Debian 12 server:
Setting up Conda and JupyterLab on a Debian 12 Server
Step 1: Update your system
sudo apt update && sudo apt upgrade
Step 2: Install required dependencies
sudo apt install wget gpg python3 python3-pip
Step 3: Download and verify the Miniconda installer
cd ~/Downloads
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh.sha256
sha256sum Miniconda3-latest-Linux-x86_64.sh
cat Miniconda3-latest-Linux-x86_64.sh.sha256
Step 4: Install Miniconda
chmod +x Miniconda3-latest-Linux-x86_64.sh
./Miniconda3-latest-Linux-x86_64.sh
Step 5: Initialize Conda
source ~/.bashrc
conda --version
conda init bash
Step 6: Create a Conda environment
conda create --name myenv python=3.12
conda activate myenv
Step 7: Install JupyterLab and other packages within the environment
python3 -m pip install --upgrade pip
python3 -m pip install jupyterlab numpy pandas matplotlib
Step 8: Configure JupyterLab for remote access
jupyter lab --generate-config
Open the jupyter_lab_config.py file located in ~/.jupyter/ and uncomment the following lines, making sure to set your desired IP address and port:
c.ServerApp.ip = '0.0.0.0' # Set to your server's IP or '0.0.0.0' for all interfaces
c.ServerApp.port = 8888 # Set to your desired port
c.ServerApp.open_browser = False
Step 9: Set a password for JupyterLab
jupyter lab password
Step 10: Start JupyterLab
jupyter lab
Step 11: Access JupyterLab
From your local machine, open a web browser and navigate to http://your_server_ip:8888. Replace your_server_ip with your server's IP address or hostname, and 8888 with the port you configured in step 8 if you changed it.
Step 12: Deactivate the environment when done
conda deactivate
Remember to replace myenv with your desired environment name and adjust the Python version and package list according to your requirements.
Note: For added security, consider using SSH tunneling, configuring a reverse proxy with SSL encryption, or employing firewall rules to restrict access to your JupyterLab instance.
This guide combines the steps for installing Conda, setting up a Conda environment, and configuring JupyterLab to run on a Debian 12 server, accessible remotely from your local machine.